Shahad Alaydaroos
Computer Science
Applying methods and techniques to real-life applications is a passion. Enthusiasm lies in
the fascinating world of machine learning and artificial intelligence
Education
2023
Bachelor of Science: Computer Science
Virginia Commonwealth University, USA
Skills
• Experienced in Python, Java, C, JavaScript, PyTorch, and SQL language programming
• Experienced in Image Processing and Natural Language Processing
• Visualizing data by producing meaningful plots out of the results
• Building predictive models using machine learning methods
• Experienced in Machine Learning on Protein Prediction
• Building database and writing queries for the database
• Building a Mobile app using JavaScript and Expo
• Building a website using HTML and CSS
Projects
1- Data Science
2- Database
3- Cypographic
4- Natural language processing and image processing
5- UI/UX interface
first project
Natural Language Processing and Image Processing (Capstone Project)
The project delved into Word Sense Disambiguation (WSD), mapping an instance of a word to its sense. Moreover, Image Processing was another aspect of this project regarding the problem of mapping a word to its image. The approach includes the Bidirectional Encoder Representations from Transformers (BERT) contextualized language model for encoding textual terms and Convolutional Neural Networks (CNNs) for image representation. Then, develop a feed-forward neural network (FFNN) that takes the target term vector and the image vector as input and learns if the image is correct. Combining these representations through concatenation and implementing a classification layer effectively addressed the issue as a binary classification problem.
Second project
Machine Learning on Protein Prediction
Developing, evaluating, and comparing models for predicting proteins interacting with DNA and RNA using a provided Python dataset. The model classifies a given protein sequence into one of four outcomes. Employing data analysis and machine learning techniques. Utilizing Python programming and statistical tools, extracted meaningful insights from the dataset.
Third project
Hospital Management Database
Designing and implementing a database for hospital management using MySQL in a cloud environment. Creating SQL queries to select, insert, update, and delete data from tables according to the expected functionality described in the problem statement. Creating views, triggers, and procedures to facilitate the usage and manipulation of the database. implementing user roles and authentication procedures needed to keep the data secure. Finally, creating a web interface using HTML and CSS that connects to the cloud-based database implementation to give the end user the ability to access and manipulate the data.
Forth project
Mobile App Interface
Starting with the designing process for the app using Figma, which includes creating a storyboard, wireframe, and prototype. Then coding the mobile app using JavaScript.
Fifth project
File Integrity Checker
the File Integrity Checker project, aimed to ensure the integrity and security of files by detecting any corruption or unauthorized alterations. By implementing this tool, I enhanced data reliability, maintained confidentiality, and provided an additional layer of security and confidence in the stored data. The project involved defining requirements, implementing the checker, and thoroughly testing its performance and security. Through this project, I gained experience in analyzing requirements, developing efficient algorithms, and conducting comprehensive testing to deliver a reliable and secure file integrity checker.